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The Relationship Between Reported Staffing and Expenditures in Nursing Homes
Hari Sharma1, R Tamara Konetzka1, Fabrice Smieliauskas1
1The University of Chicago, Chicago, IL, USA.
Nursing homes may be manipulating staffing scores reported under the 5-star rating system. Increased spending on staffing does not consistently correlate with improved reported staffing levels, suggesting potential data gaming.
Area of Science:
- Healthcare Management
- Health Services Research
- Quality Improvement
Background:
- Nursing home quality metrics, particularly staffing ratios, face scrutiny due to reliance on self-reported data.
- The 5-star rating system aims to improve transparency and quality in nursing homes.
Purpose of the Study:
- To analyze the relationship between nursing home staffing expenditures and reported staffing quality before and after the implementation of the 5-star rating system.
- To investigate potential gaming of self-reported staffing data.
Main Methods:
- Comparative analysis of staffing expenditures and reported staffing quality (licensed practical nurse and registered nurse staffing).
- Examination of data pre- and post- the 5-star rating system implementation.
- Subgroup analysis including facility type and resident payer mix.
Main Results:
- A weaker relationship was observed between staffing expenditures and licensed practical nurse staffing in the post-5-star period.
- The correlation between expenditures and registered nurse staffing weakened for for-profit facilities with high Medicaid populations post-5-star.
- These findings suggest a potential disconnect between financial investment and reported staffing metrics.
Conclusions:
- The self-reported staffing scores in nursing homes may be susceptible to manipulation or gaming.
- The 5-star rating system's impact on the expenditure-staffing relationship warrants further investigation.
- There is a need for more objective and reliable data sources to assess nursing home quality.
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